in-context learning

1369 papers

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Also known as

ICL IC ICCG ICRL

Co-occurring keywords

large language model (12755) few-shot learning (3390) prompt engineering (1128) zero-shot learning (3637) language model (4573) retrieval-augmented generation (1459) text classification (6776) machine translation (2472) multimodal learning (4622) question answering (2904)

Papers

VILA: On Pre-training for Visual Language Models CVPR 2024

SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NIPS 2024

Causal-Guided Active Learning for Debiasing Large Language Models ACL 2024

Self-Augmented In-Context Learning for Unsupervised Word Translation ACL 2024

Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis ACL 2024

ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning ACL 2024

Code-Style In-Context Learning for Knowledge-Based Question Answering AAAI 2024

A Multi-Perspective Analysis of Memorization in Large Language Models EMNLP 2024

COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning INTERSPEECH 2024

Toward In-Context Teaching: Adapting Examples to Students’ Misconceptions ACL 2024

How Far Can We Extract Diverse Perspectives from Large Language Models? EMNLP 2024

How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? EMNLP 2024

Chain-of-Dictionary Prompting Elicits Translation in Large Language Models EMNLP 2024

Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024

Mixture of Demonstrations for In-Context Learning NIPS 2024

Improving Automatic VQA Evaluation Using Large Language Models AAAI 2024

Natural Language-centered Inference Network for Multi-modal Fake News Detection IJCAI 2024

Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks INTERSPEECH 2024

Customizing Language Model Responses with Contrastive In-Context Learning AAAI 2024

Using Natural Language Explanations to Improve Robustness of In-context Learning ACL 2024

Demonstration Selection Strategies for Numerical Time Series Data-to-Text EMNLP 2024

Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree EMNLP 2024

LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law EMNLP 2024

Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion EMNLP 2024

In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization NIPS 2024